{"id":"W7093307682","doi":"10.2196/18771\"&gt;10.2196/18771&lt;/a&gt;&lt;/p&gt","title":"Exploring Canadian Children's Social Media Use, Digital Literacy, and Quality of Life: Pilot Cross-Sectional Survey Study","year":2021,"lang":"en","type":"article","venue":"Scholar Commons (University of South Carolina)","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Context (archaeology); Media literacy; The Internet; Digital media; Inclusion (mineral); Promotion (chess); Literacy; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00164912,0.000599046,0.000590225,0.003128793,0.005980602,0.001526107,0.001267773,0.0005352673,0.002859107],"category_scores_gemma":[0.002063811,0.0007415476,0.0009056622,0.006498504,0.0009871071,0.0006383668,0.001400658,0.001078478,0.0004966308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02958881,"about_ca_system_score_gemma":0.03236537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906632,"about_ca_topic_score_gemma":0.9956524,"domain_scores_codex":[0.9985811,0.00008526941,0.00009267805,0.0001420183,0.0006159134,0.0004830123],"domain_scores_gemma":[0.9972515,0.0001205407,0.0004075972,0.00006352918,0.001568899,0.0005879957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004536995,0.000164422,0.9722267,0.0002271487,0.00003258741,0.0003279181,0.01659115,0.0000497285,0.0003435982,0.0001171237,0.002227545,0.007646778],"study_design_scores_gemma":[0.000007777908,0.00008314154,0.9777783,0.00007033086,0.00001883264,0.0001096887,0.01879604,0.00007820225,0.00008701548,0.00001263488,0.002938426,0.00001957513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987398,0.0003902982,0.000136929,0.0002993325,0.00001219047,0.0004693598,0.006922032,0.00001512748,0.004356548],"genre_scores_gemma":[0.990454,0.00124392,0.001047674,0.0003343384,0.00001073412,0.000531748,0.00366648,0.00001108752,0.002700037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02958881,"threshold_uncertainty_score":0.2146829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2637097706565338,"score_gpt":0.388918964708774,"score_spread":0.1252091940522401,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}